Essays about: "Reliability prediction"

Showing result 21 - 25 of 87 essays containing the words Reliability prediction.

  1. 21. Predicting Hospital Attendance with Neural Networks and Bayesian Inference

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Gustav Woxén; [2020]
    Keywords : Neural network; Bayesian Inference; Hospital; attendance; visit; appointment;

    Abstract : Missed hospital appointments is a globally acknowledged problem. In order to minimize the cost associated with this, attempts have been made to predict what appointments will be missed using statistical models and machine learning. READ MORE

  3. 22. Research on a Heart Disease Prediction Model Based on the Stacking Principle

    University essay from Högskolan Dalarna/Informatik

    Author : Jianeng Li; [2020]
    Keywords : Heart disease; prediction model; Stacking fusion model; ensemble learning; model interpretability;

    Abstract : In this study, the prediction model based on the Stacking principle is called the Stacking fusion model. Little evidence demonstrates that the Stacking fusion model possesses better prediction performance in the field of heart disease diagnosis than other classification models. READ MORE

  4. 23. Prediction of Component Breakdowns in Commercial Trucks : Using Machine Learning on Operational and Repair History Data

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Einar Bremer; [2020]
    Keywords : Machine Learning; Data Science; Neural Networks; Recurrent Neural Networks; Random Forest; Autoencoder; Long Short Term Memory;

    Abstract : The strive for cost reduction of services and repairs combined with a desire for increased vehicle reliability has led to the development of predictive maintenance programs. In maintenance plans, accurate forecasts and predictions regarding which components in a vehicle is in risk of a breakdown is bene_cial to obtain since this enables components to be predictively exchanged or serviced before they break down and cause unnecessary downtime. READ MORE

  5. 24. Performance Prediction Program for Wind-Assisted Cargo Ships

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Martina Reche Vilanova; [2020]
    Keywords : ;

    Abstract : Due to the accelerating need for decarbonization in the shipping sector, wind-assisted cargo shipsare able to play a key role in achieving the IMO 2050 targets on reducing the total annual GHGemissions from international shipping by at least 50%. The aim of this Master’s Thesis project is todevelop a Performance Prediction Program for wind-assisted cargo ships to contribute knowledgeon the performance of this technology. READ MORE

  6. 25. Vehicle Path Prediction Using Recurrent Neural Network

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Mim Kemal Tekin; [2020]
    Keywords : computer vision; autonomous driving; deep learning; uncertainty in deep learning;

    Abstract : Vehicle Path Prediction can be used to support Advanced Driver Assistance Systems (ADAS) that covers different technologies like Autonomous Braking System, Adaptive Cruise Control, etc. In this thesis, the vehicle’s future path, parameterized as 5 coordinates along the path, is predicted by using only visual data collected by a front vision sensor. READ MORE